A diagnostic and generative engine that discovers automation opportunities and fuses Openclaw Skills into custom high-performance workflows.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install skill-activator
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install skill-activator using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is Skill Activator?
Skill Activator is the essential diagnostic layer for any AI agent environment, designed to solve the common problem of underutilized automation tools. It serves as a bridge between a user's latent needs and the functional capabilities of their installed Openclaw Skills. By analyzing the user's digital environment, role, and daily friction points, it provides a roadmap for turning manual labor into automated efficiency.
Beyond mere discovery, this skill acts as a forge for new capabilities. It can synthesize multiple Openclaw Skills, creating a unified pipeline that handles complex, multi-step tasks. Whether you are a developer looking to bridge gaps in your CI/CD or a product manager automating report generation, Skill Activator ensures your automation stack is active, relevant, and evolving.
Skill Activator Use Cases
- Scanning your digital workspace to identify underutilized tools or capability gaps.
- Getting role-based recommendations for a product manager, developer, or content creator.
- Fusing multiple Openclaw Skills into a single, cohesive automated workflow.
- Quantifying time-saving opportunities by interviewing users about repetitive daily tasks.
- Upgrading existing skills to meet more complex technical requirements.
How Skill Activator Works
- Discovery: The skill runs an environment scan or role-based analysis to understand the user's current setup and identity.
- Analysis: It categorizes skills as active, dormant, or missing based on the user's workspace state and connected channels.
- Matching: It cross-references needs against the local library and the broader Openclaw Skills ecosystem on ClawHub.
- Fusion Design: If no single skill fits, it analyzes the inputs and outputs of existing tools to design a combined pipeline.
- Generation: It generates a new fused skill, including the Markdown documentation and necessary glue scripts for data conversion.
- Deployment: The system packages the new solution for immediate use or distribution.
Skill Activator Setup
To initialize the Skill Activator within your environment, ensure you have the core Openclaw framework installed and run the environment scan script:
# Scan your current environment for activation opportunities
bash scripts/scan_environment.sh
# Search for additional capabilities to match your needs
clawhub search "workflow description"
# Install a recommended skill
clawhub install <skill-name>
Skill Activator Data Schema & Taxonomy
The skill interacts with and generates several metadata files to maintain context and execute workflows:
| File | Description |
|---|---|
| SOUL.md / USER.md | Stores user identity, role, and core preferences for personalized recommendations. |
| references/role-templates.md | Contains industry-specific pain points used for the Role-Based Recommendation mode. |
| references/fusion-guide.md | Defines the logic patterns for combining different Openclaw Skills. |
| scripts/ | Directory where generated glue scripts for data transformation are stored. |
| memory files | Tracks the heartbeat and workspace state to identify dormant automations. |
Skill Activator Advanced Features
- Multi-Layer Activation Report: Generates a detailed PDF or markdown report quantifying weekly time savings in minutes.
- Automated Skill Fusion: Automatically generates a new SKILL.md and technical infrastructure by piping the output of one skill into the input of another.
- Pain Point Interviewing: Uses an LLM-driven dialogue to extract workflow friction and map it to specific Openclaw Skills.
- ClawHub Integration: Native support for searching and installing remote dependencies to fill discovered capability gaps.
- One-Click Execution: Every recommendation is paired with an actionable command to immediately bridge the gap between idea and automation.
SKILL.md
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